NAACL 2025: all accepted papers
- Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping ↗Ryan Li, Yanzhe Zhang, Diyi Yang · Long Papers3 citations
- Stronger Universal and Transferable Attacks by Suppressing Refusals ↗David Huang, Avidan Shah, Alexandre Araujo et al. · Long Papers3 citations
- Substance Beats Style: Why Beginning Students Fail to Code with LLMs ↗Francesca Lucchetti, Zixuan Wu, Arjun Guha et al. · Long Papers3 citations
- SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning ↗Jinu Lee, Wonseok Hwang · Long Papers3 citations
- Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation ↗Gao yu Zhu, Wei Shao, Xichou Zhu et al. · Industry Track3 citations
- The Impact of Inference Acceleration on Bias of LLMs ↗Elisabeth Kirsten, Ivan Habernal, Vedant Nanda et al. · Long Papers3 citations
- The State and Fate of Summarization Datasets: A Survey ↗Noam Dahan, Gabriel Stanovsky · Long Papers3 citations
- The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding ↗Mo Yu, Lemao Liu, Junjie Wu et al. · Long Papers3 citations
- Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss ↗Fu-An Chao, Berlin Chen · Long Papers3 citations
- eRevise+RF: A Writing Evaluation System for Assessing Student Essay Revisions and Providing Formative Feedback ↗Zhexiong Liu, Diane Litman, Elaine L Wang et al. · Human Language Technologies (System Demonstrations3 citations
- kNN Retrieval for Simple and Effective Zero-Shot Multi-speaker Text-to-Speech ↗Karl El Hajal, Ajinkya Kulkarni, Enno Hermann et al. · Short Papers3 citations
- AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging ↗Yiran Zhao, Wenxuan Zhang, Huiming Wang et al. · Long Papers2 citations
- Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection ↗Maximilian Spliethöver, Tim Knebler, Fabian Fumagalli et al. · Long Papers2 citations
- AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence ↗Minbeom Kim, Hwanhee Lee, Joonsuk Park et al. · Long Papers2 citations
- AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios ↗Xinyi Mou, Jingcong Liang, Jiayu Lin et al. · Long Papers2 citations
- An Efficient Context-Dependent Memory Framework for LLM-Centric Agents ↗Pengyu Gao, Jinming Zhao, Xinyue Chen et al. · Industry Track2 citations
- Analyzing Memorization in Large Language Models through the Lens of Model Attribution ↗Tarun Ram Menta, Susmit Agrawal, Chirag Agarwal · Long Papers2 citations
- Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation ↗Mingqi Gao, Xinyu Hu, Li Lin et al. · Long Papers2 citations
- Analyzing the Inner Workings of Transformers in Compositional Generalization ↗Ryoma Kumon, Hitomi Yanaka · Long Papers2 citations
- Audio Is the Achilles' Heel: Red Teaming Audio Large Multimodal Models ↗Hao Yang, Lizhen Qu, Ehsan Shareghi et al. · Long Papers2 citations
- AutoEval-ToD: Automated Evaluation of Task-oriented Dialog Systems ↗Arihant Jain, Purav Aggarwal, Rishav Sahay et al. · Long Papers2 citations
- Automatic Evaluation of Healthcare LLMs Beyond Question-Answering ↗Anna Arias-Duart, Pablo Agustin Martin-Torres, Daniel Hinjos et al. · Short Papers2 citations
- Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations ↗Ziqiao Ma, Zekun Wang, Joyce Chai · Long Papers2 citations
- Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs ↗Bichen Wang, Yuzhe Zi, Yixin Sun et al. · Long Papers2 citations
- Beemo: Benchmark of Expert-edited Machine-generated Outputs ↗Ekaterina Artemova, Jason S Lucas, Saranya Venkatraman et al. · Long Papers2 citations
- Benchmarking Distributional Alignment of Large Language Models ↗Nicole Meister, Carlos Guestrin, Tatsunori Hashimoto · Long Papers2 citations
- Beyond Literal Token Overlap: Token Alignability for Multilinguality ↗Katharina Hämmerl, Tomasz Limisiewicz, Jindřich Libovický et al. · Short Papers2 citations
- Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset ↗Khaoula Chehbouni, Jonathan Colaço Carr, Yash More et al. · Long Papers2 citations
- Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs ↗Swapnil Gupta, Lucas Pereira Carlini, Prateek Sircar et al. · Industry Track2 citations
- Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation ↗Jaechang Kim, Jinmin Goh, Inseok Hwang et al. · Long Papers2 citations
- CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search ↗Nikita Sorokin, Tikhonov Anton, Dmitry Abulkhanov et al. · Student Research Workshop2 citations
- CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking ↗Delvin Ce Zhang, Dongwon Lee · Long Papers2 citations
- CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories ↗Yijia Xiao, Runhui Wang, Luyang Kong et al. · Long Papers2 citations
- ChaI-TeA: A Benchmark for Evaluating Autocompletion of Interactions with LLM-based Chatbots ↗Shani Goren, Oren Kalinsky, Tomer Stav et al. · Short Papers2 citations
- Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study ↗Bing Zhang, Guang-Jie Ren · Industry Track2 citations
- CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents ↗Jeiyoon Park, Chanjun Park, Heuiseok Lim · Industry Track2 citations
- Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities ↗Lucas Spangher, Tianle Li, William F. Arnold et al. · Industry Track2 citations
- ConQRet: A New Benchmark for Fine-Grained Automatic Evaluation of Retrieval Augmented Computational Argumentation ↗Kaustubh Dhole, Kai Shu, Eugene Agichtein · Long Papers2 citations
- Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting ↗Emmanuel Aboah Boateng, Cassiano O Becker, Nabiha Asghar et al. · Industry Track2 citations
- Conflict and Overlap Classification in Construction Standards Using a Large Language Model ↗Seong-Jin Park, Youn-Gyu Jin, Hyun-Young Moon et al. · Industry Track2 citations
- Coverage-based Fairness in Multi-document Summarization ↗Haoyuan Li, Yusen Zhang, Rui Zhang et al. · Long Papers2 citations
- Cross-Lingual and Cross-Cultural Variation in Image Descriptions ↗Uri Berger, Edoardo Ponti · Long Papers2 citations
- DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models ↗Yimu Wang, Shuai Yuan, Bo Xue et al. · Long Papers2 citations
- DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models ↗Suyoung Bae, YunSeok Choi, Jee-Hyong Lee · Long Papers2 citations
- Differentially Private Learning Needs Better Model Initialization and Self-Distillation ↗Ivoline C. Ngong, Joseph Near, Niloofar Mireshghallah · Long Papers2 citations
- DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph ↗Maitreya Prafulla Chitale, Uday Bindal, Rajakrishnan P Rajkumar et al. · Short Papers2 citations
- Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage ↗Kaige Xie, Philippe Laban, Prafulla Kumar Choubey et al. · Long Papers2 citations
- DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images ↗Sami Baral, Li Lucy, Ryan Knight et al. · Long Papers2 citations
- Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training ↗Deven Mahesh Mistry, Anooshka Bajaj, Yash Aggarwal et al. · Long Papers2 citations
- Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements ↗Antonia Karamolegkou, Sandrine Schiller Hansen, Ariadni Christopoulou et al. · Long Papers2 citations
- Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis ↗Pamela D Riviere, Anne L. Beatty-Martínez, Sean Trott · Long Papers2 citations
- Evaluating Large Language Models with Enterprise Benchmarks ↗Bing Zhang, Mikio Takeuchi, Ryo Kawahara et al. · Industry Track2 citations
- Evaluating Text Style Transfer Evaluation: Are There Any Reliable Metrics? ↗Sourabrata Mukherjee, Atul Kr. Ojha, John P. McCrae et al. · Student Research Workshop2 citations
- EventFull: Complete and Consistent Event Relation Annotation ↗Alon Eirew, Eviatar Nachshoni, Aviv Slobodkin et al. · Human Language Technologies (System Demonstrations2 citations
- Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts ↗Weisi Liu, Guangzeng Han, Xiaolei Huang · Long Papers2 citations
- FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer's Disease ↗Junhao Chen, Zhiyuan Ding, Yan Liu et al. · Short Papers2 citations
- FactEval: Evaluating the Robustness of Fact Verification Systems in the Era of Large Language Models ↗Mamta, Oana Cocarascu · Long Papers2 citations
- Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models ↗Nikhil Sharma, Kenton Murray, Ziang Xiao · Long Papers2 citations
- Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective ↗Yuqing Zhou, Ziwei Zhu · Long Papers2 citations
- Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation ↗Yirong Sun, Dawei Zhu, Yanjun Chen et al. · Student Research Workshop2 citations
- Generating Complex Question Decompositions in the Face of Distribution Shifts ↗Kelvin Han, Claire Gardent · Long Papers2 citations
- Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling ↗Samuel Belkadi, Libo Ren, Nicolo Micheletti et al. · Student Research Workshop2 citations
- Hybrid Graphs for Table-and-Text based Question Answering using LLMs ↗Ankush Agarwal, Chaitanya Devaguptapu, Ganesh S · Long Papers2 citations
- INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning ↗Pablo Romero, Lifeng Han, Goran Nenadic · Student Research Workshop2 citations
- ITALIC: An Italian Culture-Aware Natural Language Benchmark ↗Andrea Seveso, Daniele Potertì, Edoardo Federici et al. · Long Papers2 citations
- Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models ↗Michael Hanna, Aaron Mueller · Long Papers2 citations
- InfoPO: On Mutual Information Maximization for Large Language Model Alignment ↗Teng Xiao, Zhen Ge, Sujay Sanghavi et al. · Long Papers2 citations
- InspectorRAGet: An Introspection Platform for RAG Evaluation ↗Kshitij P Fadnis, Siva Sankalp Patel, Odellia Boni et al. · Human Language Technologies (System Demonstrations2 citations
- Investigating Human Values in Online Communities ↗Nadav Borenstein, Arnav Arora, Lucie-Aimée Kaffee et al. · Long Papers2 citations
- K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning ↗Yadong Zhang, Shaoguang Mao, Tao Ge et al. · Long Papers2 citations
- KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy ↗Hyunjong Kim, Suyeon Lee, Yeongjae Cho et al. · Long Papers2 citations
- KODIS: A Multicultural Dispute Resolution Dialogue Corpus ↗James Anthony Hale, Sushrita Rakshit, Kushal Chawla et al. · Long Papers2 citations
- Knowledge Distillation for Language Models ↗Yuqiao Wen, Freda Shi, Lili Mou · Tutorial Abstracts2 citations
- LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue ↗Sangyeop Kim, Sohhyung Park, Jaewon Jung et al. · Long Papers2 citations
- LLM2: Let Large Language Models Harness System 2 Reasoning ↗Cheng Yang, Chufan Shi, Siheng Li et al. · Short Papers2 citations
- LLaSA: Large Language and Structured Data Assistant ↗Yao Xu, Shizhu He, Jiabei Chen et al. · Long Papers2 citations
- Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction ↗Lu Yang, Jiajia Li, En Ci et al. · Long Papers2 citations
- Language Models Encode Numbers Using Digit Representations in Base 10 ↗Amit Arnold Levy, Mor Geva · Short Papers2 citations
- Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense ↗Yang Ouyang, Hengrui Gu, Shuhang Lin et al. · Long Papers2 citations
- LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications ↗Danqing Zhang, Balaji Rama, Jingyi Ni et al. · Human Language Technologies (System Demonstrations2 citations
- Local Prompt Optimization ↗Yash Jain, Vishal Chowdhary · Short Papers2 citations
- MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation ↗Junqing He, Liang Zhu, Rui Wang et al. · Long Papers2 citations
- MAPWise: Evaluating Vision-Language Models for Advanced Map Queries ↗Srija Mukhopadhyay, Abhishek Rajgaria, Prerana Khatiwada et al. · Long Papers2 citations
- METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets ↗Joanne Boisson, Arif Mehmood, Jose Camacho-Collados · Human Language Technologies (System Demonstrations2 citations
- Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models ↗Juan Pablo Munoz, Jinjie Yuan, Nilesh Jain · Long Papers2 citations
- ManaTTS Persian: a recipe for creating TTS datasets for lower resource languages ↗Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee · Long Papers2 citations
- MatViX: Multimodal Information Extraction from Visually Rich Articles ↗Ghazal Khalighinejad, Sharon Scott, Ollie Liu et al. · Long Papers2 citations
- Med-CoDE: Medical Critique based Disagreement Evaluation Framework ↗Mohit Gupta, Akiko Aizawa, Rajiv Ratn Shah · Student Research Workshop2 citations
- MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics ↗Haoan Jin, Jiacheng Shi, Hanhui Xu et al. · Industry Track2 citations
- MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs ↗Yuhang Zhou, Giannis Karamanolakis, Victor Soto et al. · Long Papers2 citations
- MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design ↗Jingyuan Qi, Zian Jia, Minqian Liu et al. · Human Language Technologies (System Demonstrations2 citations
- MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering ↗Vinay Kumar Verma, Shreyas Sunil Kulkarni, Happy Mittal et al. · Industry Track2 citations
- Multilingual Reasoning via Self-training ↗Leonardo Ranaldi, Giulia Pucci · Long Papers2 citations
- Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning ↗Subin Kim, Hoonrae Kim, Heejin Do et al. · Long Papers2 citations
- Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models ↗Somnath Banerjee, Sayan Layek, Hari Shrawgi et al. · Long Papers2 citations
- Octopus: On-device language model for function calling of software APIs ↗Wei Chen, Zhiyuan Li, Mingyuan Ma · Industry Track2 citations
- On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena ↗Tarek Naous, Wei Xu · Long Papers2 citations
- PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection ↗Jooyoung Lee, Toshini Agrawal, Adaku Uchendu et al. · Long Papers2 citations
- Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora ↗JoonHo Lee, JuYoun Son, Juree Seok et al. · Long Papers2 citations
- Privacy-Preserving Federated Learning for Hate Speech Detection ↗Ivo de Souza Bueno Júnior, Haotian Ye, Axel Wisiorek et al. · Student Research Workshop2 citations
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